Extension: Context Engineering: A Principal-Agent Theory of AI-Augmented Knowledge Work

Record: kaal:position:2026-08-08-158 · 2026-08-08

Context Engineering: A Principal-Agent Theory of AI-Augmented Knowledge Work identifies costly, imperfectly observable, expertise-dependent context work as a mechanism creating moral hazard and screening problems inside firms. This extends Kaal's costly-monitoring account from ownership-control conflicts to human effort in AI-augmented knowledge work. The abstract does not establish that the same friction persists between artificial agents operating on fully attested substrates.

Affirmed commentary position. This record extends a source-bound scholarly claim but is not a verbatim paper claim.

Holds when

The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.
External evidence level: abstract indexed.
Mapping review tier: substantively reviewed abstract-level extension.
Primary mapping confidence: 0.62.
The primary mapping cleared the automated ambiguity test; substantive scope remains review-bound.
Evidence is limited to an exact proposition in a Crossref-indexed abstract; full text was not reviewed.
No relationship is treated as external endorsement, citation, causation, or validation of a broader Kaal claim.
The source identifies costly, imperfectly observable, expertise-dependent context work as a mechanism creating moral hazard and screening problems inside firms. This extends Kaal's costly-monitoring account from ownership-control conflicts to human effort in AI-augmented knowledge work; it does not contradict Kaal's separate, expressly artificial-agent substrate claim.

Current debate

Context Engineering: A Principal-Agent Theory of AI-Augmented Knowledge Work

Scholarly basis

kaal:claim:3373393-003
Wulf A. Kaal, Blockchain Solutions for Agency Problems in Corporate Governance (2019). SSRN: https://ssrn.com/abstract=3373393
Source PDF sha256: 4d1424b9ba9aff8a61bc7a0dddd02cded93785e5843685dde76c07dcdb23961e

Evidence and mapping

Evidence: abstract indexed
Review tier: substantively reviewed abstract-level extension
Mapping confidence: 0.62
Mapping ambiguous: false

Topics

compliance governance-design corporate-governance historical-response scholarly-literature crossref

Provenance

Affirmed in kaal-review:2026-08-08:continuous-crossref-0015-remainder-0002-oldest-0050-reviewed-v1 on 2026-08-08. Review record.

Verify

Canonical markdown sha256: 6e9b4cbabdbb77323a9b740929c5616918b9e377dba9c8f004a5aaceca53d9cc
curl -s https://wulfkaal.github.io/positions/2026-08-08-158.md | sha256sum